Drug-target interaction prediction via multiple classification strategies.
Qing YeXiaolong ZhangXiaoli LinPublished in: BMC Bioinform. (2022)
Keyphrases
- pattern recognition
- pattern classification
- prediction accuracy
- classification accuracy
- support vector machine svm
- neural networks and support vector machines
- classification systems
- image classification
- predictive modeling
- classification process
- machine learning
- classification scheme
- prediction error
- machine learning methods
- classification method
- feature extraction
- feature vectors
- correct classification
- automatic classification
- decision rules
- decision trees
- preprocessing
- support vector machine
- supervised learning
- text classification
- model selection
- human computer interaction
- cross validation
- classification models
- feature selection
- classification rules
- support vector
- classification rate
- training samples
- multiple classes
- feature space
- data sets